{"id":"W2987667958","doi":"10.32892/jmri.196","title":"Can we change autoimmunity in Type 1 Diabetes via insulin injection or oral insulin?","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Research and Innovation","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Proinsulin; Autoimmunity; Insulin; Medicine; Type 1 diabetes; Diabetes mellitus; Type 2 diabetes; Immune system; Autoimmune disease; Disease; Immunology; Endocrinology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002494336,0.000544853,0.001351141,0.0004853545,0.0004657843,0.001414363,0.0007267978,0.002111899,0.0040164],"category_scores_gemma":[0.004986337,0.0001405463,0.0009326622,0.0003533042,0.001441429,0.00312393,0.0006957073,0.003793315,0.001349317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080546,"about_ca_system_score_gemma":0.0005641766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004820677,"about_ca_topic_score_gemma":0.001184214,"domain_scores_codex":[0.9992841,0.0002968946,0.00009094072,0.00006997141,0.0001939491,0.00006427505],"domain_scores_gemma":[0.9981546,0.001291552,0.0002096855,0.0000537568,0.0001767681,0.0001135947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001325786,0.0007295746,0.00239232,0.007961607,0.0003325282,0.000474541,0.0002271338,0.0001563811,0.002004217,0.00789704,0.05650045,0.9199985],"study_design_scores_gemma":[0.0009731403,0.002767231,0.006065232,0.01448985,0.0009018511,0.002784815,0.001164469,0.0001933115,0.002811358,0.02294233,0.9447941,0.0001122386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002870345,0.9140466,0.001339256,0.0629965,0.0142107,0.00002587379,0.00004226071,0.00007954001,0.004388907],"genre_scores_gemma":[0.01680574,0.9131053,0.003462053,0.04456155,0.01822,0.0001123398,0.00005305361,0.00004621905,0.003633789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0040164,"threshold_uncertainty_score":0.0134362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442481091372478,"score_gpt":0.4223307695279603,"score_spread":0.2780826603907125,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}